{"id":"W3005276576","doi":"10.1136/jnnp-2019-322541","title":"Primary lateral sclerosis: consensus diagnostic criteria","year":2020,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; National Health and Medical Research Council; National Institute on Aging; Motor Neurone Disease Association","keywords":"Amyotrophic lateral sclerosis; Upper motor neuron; Multiple sclerosis; Medicine; Disease; Therapeutic approach; Neuroimaging; Clinical trial; Neuroscience; Physical medicine and rehabilitation; Psychology; Pathology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004172546,0.0003355136,0.0009991975,0.0002732834,0.0001131941,0.00005796805,0.0003266633,0.0002430659,0.0003992037],"category_scores_gemma":[0.001320129,0.0002748682,0.0005195825,0.0004577415,0.0002946577,0.0001510201,0.0001427726,0.001672283,0.00009418921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002636155,"about_ca_system_score_gemma":0.0005193201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003271768,"about_ca_topic_score_gemma":5.403228e-7,"domain_scores_codex":[0.9963296,0.0005341062,0.001305245,0.0004631921,0.000712444,0.0006554304],"domain_scores_gemma":[0.9970616,0.0008402852,0.0005936824,0.0003530535,0.0002976411,0.0008537987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006418335,0.0006023089,0.6759337,0.0002512919,0.0001919257,0.00424403,0.0001043427,0.00004187097,0.134422,0.00003391953,0.1766377,0.00111859],"study_design_scores_gemma":[0.002470456,0.003733332,0.9807131,0.0001439961,0.0001596618,0.005081753,0.000005171127,0.0001031264,0.0001622193,0.0001473193,0.007075332,0.0002045576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.815071,0.0007222797,0.00001247382,0.1806165,0.003058731,0.0002212326,0.00001048932,0.00005623811,0.0002309635],"genre_scores_gemma":[0.9120425,0.0006298942,0.0003722753,0.08467592,0.00216047,0.000005215674,0.000003823352,0.00007624758,0.00003367212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3047794,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04745425988194969,"score_gpt":0.287524082119311,"score_spread":0.2400698222373613,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}